Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "9"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 9 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 247 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 229 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_2966/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 9, Node 2:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.271099 0.408177 10.129449 1.565987 4.759000 1.766208 9.638597 1.918186 0.7435 0.7454 0.2768 10.328034 10.545673
2459593 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.802657 3.118598 9.217535 2.214347 4.393491 2.294962 4.269784 0.738022 0.7060 0.6988 0.2633 4.371562 4.259797
2459592 dish_ok 0.00% 100.00% 100.00% 0.00% - - 0.113794 -0.408720 2.361957 -0.291137 0.191894 0.193823 -1.829878 -0.028505 0.0290 0.0299 0.0023 nan nan
2459591 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.829506 3.541229 11.398287 3.183940 2.810159 1.295670 1.101864 -0.826274 0.6468 0.6608 0.3765 3.624918 3.954881
2459590 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.059478 3.681769 10.994299 2.243647 2.491123 2.361424 0.670809 -0.445866 0.6492 0.6600 0.3714 4.269852 4.264830
2459589 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.737374 3.250593 10.145260 1.566950 5.676253 1.581898 6.405083 2.257849 0.6665 0.6688 0.3139 3.640588 3.843025
2459588 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.738518 3.167680 10.364522 3.754867 8.991520 2.460590 6.666692 1.910178 0.7552 0.7350 0.2304 6.721668 5.474048
2459587 dish_ok 100.00% - - - 100.00% 0.00% 354.093408 353.690421 inf inf 111.992214 108.121779 516.674499 594.948225 nan nan nan 0.000000 0.000000
2459586 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.529710 1.495232 0.685286 0.047455 0.454480 -0.037039 1.190838 -0.484113 0.6446 0.6552 0.3664 3.574097 3.513161
2459585 dish_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.432829 0.032976 1.854643 -0.329892 0.807067 -0.686358 -0.455803 -0.387714 0.0338 0.0316 0.0019 0.000000 0.000000
2459584 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 19.620945 19.750783 5.723496 7.294068 3.346749 12.187376 0.656105 0.256449 0.6044 0.6205 0.3703 0.000000 0.000000
2459583 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.324572 2.866812 2.414267 2.258979 2.116866 1.823119 0.667688 0.325292 0.6383 0.6495 0.3929 2.996903 2.957884
2459582 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.457700 3.013438 2.073824 1.990871 1.504372 2.166350 1.243844 1.393692 0.6484 0.6585 0.3886 3.914016 3.731414
2459581 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.100170 4.478787 3.029896 2.273919 1.337402 2.232789 0.487574 -0.022362 0.6401 0.6539 0.3969 3.143689 3.156770
2459580 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.456478 3.096660 2.447215 2.462819 1.747839 2.574179 0.479748 0.392321 0.6544 0.6664 0.3849 4.419899 4.059331
2459579 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.524821 3.072479 3.070616 2.801002 1.736820 2.578699 0.840770 0.813052 0.6521 0.6642 0.3867 3.771266 3.932263
2459578 dish_ok 0.00% 100.00% 100.00% 0.00% - - -1.138119 0.941384 0.306567 0.552030 0.287321 -0.182783 0.235173 -0.579128 0.0303 0.0335 0.0034 nan nan
2459577 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.624161 23.074249 1.991744 3.080526 7.230886 10.541040 15.952312 23.127872 0.6420 0.6424 0.3705 3.951111 3.692881
2459576 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.449051 2.730420 2.401411 1.087506 1.385690 0.688240 0.522638 0.156899 0.6701 0.6810 0.3847 0.000000 0.000000
2459575 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.984093 2.676374 1.633742 1.348461 1.087321 0.578897 2.086011 1.067634 0.7241 0.7249 0.3516 0.000000 0.000000
2459574 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.101240 2.828505 1.936198 1.008285 1.942873 0.630173 1.780692 -0.953867 0.6729 0.6858 0.3740 3.746209 3.348399
2459573 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.216904 3.137930 3.091008 3.252840 1.044177 1.509759 0.480410 -0.775295 0.6533 0.6662 0.3970 0.000000 0.000000
2459572 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.022978 2.827261 1.902565 1.207693 0.881518 1.118176 1.265043 0.657139 0.6567 0.6684 0.3967 4.311342 3.357764
2459571 dish_ok 0.00% 100.00% 100.00% 0.00% - - -1.068146 0.855278 0.175786 0.402850 0.859219 -0.997846 0.166366 -0.671850 0.0296 0.0363 0.0027 nan nan
2459570 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.047790 3.047807 2.540945 1.465883 2.977259 0.962966 2.959478 1.147231 0.7224 0.7285 0.2683 3.144576 3.025561
2459566 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.557055 3.062010 2.638964 2.109346 1.284970 0.770920 0.944919 -1.056875 0.6588 0.6708 0.4009 8.335353 1.386516
2459565 dish_ok 0.00% - - - 100.00% 0.00% -2.569066 -2.569066 -2.410329 -2.410329 0.475242 0.475242 0.005642 0.005642 nan nan nan 0.000000 0.000000
2459564 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.502422 3.751235 -0.156409 2.621271 -0.749630 0.002746 0.108101 -0.477929 0.6721 0.6643 0.3930 3.066847 2.684292
2459563 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.375607 8.156981 18.212059 23.739625 11.274057 15.902131 9.056070 7.688903 0.6524 0.6407 0.3992 0.000000 0.000000
2459562 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.733619 2.601644 -0.500275 0.880320 -1.612055 -0.528146 -0.111707 -0.055210 0.6668 0.6588 0.3848 3.666381 2.900497
2459561 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.400956 3.024775 0.102717 1.450245 -0.887590 0.082967 -0.460690 -0.764023 0.6674 0.6625 0.3841 1.888745 1.818057
2459560 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.867668 2.685041 -0.323036 1.253826 -0.659501 0.563317 -0.052808 -0.000977 0.6650 0.6560 0.3959 4.365294 3.304324
2459559 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.654360 3.687092 0.160652 1.739355 -0.293030 1.037674 -0.349286 -0.445352 0.6659 0.6634 0.3903 2.921666 2.587372
2459558 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.329152 7.839314 9.780537 12.297936 10.512347 14.753330 -0.972454 -1.870641 0.6656 0.6554 0.4023 2.724315 2.555052
2459557 dish_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0360 0.0303 0.0010 nan nan
2459556 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.528530 8.222722 10.060076 12.657791 9.337372 13.212654 -2.104185 -3.329560 0.6732 0.6666 0.3877 2.875497 2.733093
2459554 dish_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6633 0.6552 0.4066 nan nan
2459553 dish_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6689 0.6629 0.3990 nan nan
2459552 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.988303 9.410009 12.906868 17.510314 13.100720 20.472481 0.546120 0.249780 0.6690 0.6597 0.4069 8.004614 0.000000
2459551 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.208772 2.713938 -0.206246 1.511627 -1.557200 0.443519 -1.361403 -2.108821 0.6588 0.6552 0.4012 3.007037 2.719259
2459550 dish_ok - 98.35% 98.35% 0.00% - - nan nan nan nan nan nan nan nan 0.0371 0.0378 0.0022 nan nan
2459549 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.277649 7.549208 9.655876 12.886363 10.061620 14.663749 -1.104434 -2.527636 0.6589 0.6561 0.4113 2.825877 2.727444
2459542 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.670018 7.776602 19.123245 25.688623 0.033221 1.122230 -1.230844 -2.188514 0.7247 0.7080 0.3786 4.508431 3.851035
2459541 dish_ok 100.00% 1.34% 1.34% 0.00% 100.00% 0.00% 5.212721 6.662926 11.673933 15.122354 7.344400 11.688015 3.314583 3.727805 0.7131 0.6925 0.3526 3.127501 3.162994
2459540 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.719026 4.301619 1.492261 2.719833 -0.029876 1.833077 -0.188359 0.244417 0.7209 0.6867 0.3780 3.010482 2.551272
2459536 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.394472 11.829017 15.428447 21.151927 13.961279 20.708101 -1.519363 -4.171702 0.7002 0.6974 0.4166 3.845627 3.238689
2459535 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.097007 2.915414 1.051897 2.320207 -2.883212 1.390696 -1.509801 -1.507704 0.7581 0.7178 0.3985 2.759175 2.604569
2459534 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.453915 2.679859 0.237384 1.464517 -1.849531 0.336889 -0.386878 -1.581699 0.7450 0.7188 0.3823 2.913787 2.890364
2459533 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.827907 8.430733 10.154976 13.101408 8.610818 13.162495 -1.383533 -2.515403 0.6881 0.6785 0.4059 2.910707 2.864848
2459532 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.913414 9.783966 13.166564 16.773443 9.850913 16.474424 -1.197941 -2.337909 0.6887 0.6765 0.4079 3.216952 3.167294
2459530 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.073892 2.733970 -0.034636 1.253419 -1.520914 0.505590 -1.315488 -1.456816 0.7122 0.6961 0.4073 3.033029 2.875459
2459527 dish_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459523 dish_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459513 dish_ok 100.00% 100.00% 100.00% 0.00% - - 3.894476 4.921949 4.022481 9.113417 2.315618 -0.065782 0.167997 -0.790197 0.0383 0.0328 0.0014 nan nan
2459508 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.808402 8.810798 8.798079 10.676553 9.096756 10.350166 8.189305 12.281454 0.8660 0.8690 0.3020 0.000000 0.000000
2459505 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.500730 6.195966 10.636153 12.394236 2.817012 6.553339 -0.865072 -0.486918 0.8669 0.8145 0.2508 6.758732 6.112065

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 9: 2459792

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 1.292576 -0.150263 -1.559716 0.362932 0.382189 1.292576 0.595961 -0.300667 0.384095

Antenna 9: 2459791

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Power 1.105365 0.631979 -0.834555 -0.053605 1.105365 0.478145 0.671659 -0.893399 -1.177236

Antenna 9: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 14.647376 -1.307755 1.297379 1.359296 0.018535 11.621406 1.449393 14.647376 -0.074049

Antenna 9: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Variability 15.626471 7.355878 1.316558 13.031701 0.753889 15.626471 1.279877 -2.395732 1.229050

Antenna 9: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Variability 16.212481 6.203431 1.417625 13.730631 1.053564 16.212481 1.563547 -1.245704 0.074075

Antenna 9: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Power 11.703729 1.780524 5.924518 0.449337 11.703729 1.646354 10.343088 2.380550 0.662516

Antenna 9: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Variability 14.873901 5.714344 1.237077 13.816555 0.477839 14.873901 2.433890 -0.072232 0.746362

Antenna 9: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Power 38.601093 10.510646 0.499340 38.601093 6.236448 31.836116 1.821731 -1.647524 -0.441814

Antenna 9: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 9: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 2.255405 -0.987456 0.857022 0.010493 0.201256 -0.644515 2.255405 -0.099087 -0.036208

Antenna 9: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Shape 1.842103 -1.186089 1.842103 -0.142452 0.390685 -0.677554 1.331747 -0.947670 -0.116600

Antenna 9: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 1.333777 0.142531 -1.007255 0.665038 -0.878442 1.333777 -0.039592 0.132952 -0.379105

Antenna 9: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 1.315750 -1.229713 0.359993 -0.218864 1.223930 -0.760919 1.315750 -0.863568 0.217379

Antenna 9: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 2.429083 -0.889081 -0.885023 1.278334 0.017320 0.525759 -0.250505 -0.080260 2.429083

Antenna 9: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 1.575635 -0.874399 -0.203957 -0.347639 0.046672 -0.221559 0.311765 1.575635 -0.137673

Antenna 9: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 1.251682 -0.123282 0.021622 -0.016403 0.271120 0.263248 0.363787 0.082923 1.251682

Antenna 9: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Power 0.287470 -0.166735 -0.200310 0.287470 0.055640 0.247896 0.197370 0.034645 -0.274395

Antenna 9: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 0.267592 -0.890704 -0.503823 -0.526816 -0.856830 0.039947 -0.102883 0.267592 -0.584043

Antenna 9: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 0.746419 -0.982379 -0.560214 -0.561906 -0.900832 -0.793045 -0.946176 0.746419 -0.496061

Antenna 9: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 2.212519 -0.529857 -0.896343 -0.481746 -0.378353 -0.570098 -0.502312 -0.340854 2.212519

Antenna 9: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 0.500209 -0.257606 -0.373497 0.107364 0.243228 -0.191520 0.105377 0.175776 0.500209

Antenna 9: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Power 0.241096 -0.057953 -0.006543 0.241096 0.235595 0.025496 -0.167886 0.158622 -0.066409

Antenna 9: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 1.260542 -0.590886 -1.182565 -0.295388 -0.613756 0.040877 0.787526 1.260542 -0.267355

Antenna 9: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 5.354688 -0.074426 -0.251984 0.004132 -0.176200 1.299439 1.714915 5.108437 5.354688

Antenna 9: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Power 0.189154 -0.566601 -0.743181 -0.101293 0.189154 -0.517519 -0.827598 -0.360312 -0.181198

Antenna 9: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 5.843741 -0.784468 -0.761048 -0.533831 -0.322751 -0.941970 1.728213 1.143840 5.843741

Antenna 9: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 9: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 0.489386 -0.898901 -0.365382 -0.332463 0.195769 -0.138960 0.050061 -0.391977 0.489386

Antenna 9: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 1.029241 -0.582255 -0.265729 -0.009164 -0.213519 -0.013548 -0.092218 1.029241 -0.299191

Antenna 9: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Variability 0.490807 -0.617408 -0.791676 0.005115 0.105357 0.159297 0.490807 -0.496763 -0.262561

Antenna 9: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Power 0.218276 -0.479921 -0.620673 -0.003890 0.218276 -0.354720 -0.020767 -0.627923 -0.381392

Antenna 9: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 2.444864 -0.687304 -0.360712 0.379137 0.237556 0.699069 0.471986 2.444864 0.044368

Antenna 9: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Discontinuties 2.297756 -0.330151 -0.919765 0.720463 0.042426 0.603940 0.394538 -0.253783 2.297756

Antenna 9: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Variability 0.042896 -0.093698 -1.068054 -0.200927 -0.158689 -0.512495 0.042896 -0.611662 -0.635251

Antenna 9: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Power 0.211476 -0.121341 -0.704369 0.117735 0.211476 -0.873341 -0.591142 -0.289563 0.147009

Antenna 9: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Discontinuties 0.342400 -0.332620 -1.067804 -0.144269 0.099102 -0.495989 -0.416579 0.342400 -0.471568

Antenna 9: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Variability 0.830460 -0.540406 -0.845137 -0.928389 -0.848560 0.100502 0.830460 -0.708311 0.040858

Antenna 9: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 Not Found ee Temporal Variability 1.636619 -0.630640 -0.718342 -0.956892 -0.047200 0.328271 1.636619 -0.590869 -0.125866

Antenna 9: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Power 0.451376 -0.341326 -0.038842 0.451376 0.300487 -0.509960 -0.735663 -0.194311 -0.352771

Antenna 9: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Shape -0.003457 -0.003457 -0.968534 -0.696041 -0.574193 -0.250770 -0.748589 -1.533151 -1.079096

Antenna 9: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Variability 0.013534 -0.581242 -1.145553 -0.775761 -0.310416 -0.089676 0.013534 -0.495414 -0.291338

Antenna 9: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 1.990178 0.087895 -0.470691 -0.616013 -0.686918 1.990178 1.414981 -0.427845 -0.358441

Antenna 9: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Discontinuties -0.190118 -0.544953 -0.463501 -0.651561 -0.816381 -1.625908 -1.112658 -0.413725 -0.190118

Antenna 9: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 1.222064 0.052236 -0.852510 -0.876198 -0.278981 1.222064 -0.526292 -0.557004 -0.060525

Antenna 9: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 0.681429 -0.477747 -0.823394 -0.704475 0.009779 0.681429 -0.775541 -0.381145 -0.042119

Antenna 9: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Shape 1.230327 1.230327 1.097305 0.007264 -0.570183 0.529035 -0.050496 -0.115979 0.068930

Antenna 9: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 1.161982 -1.004557 -0.270077 -0.853811 -0.546773 -0.011876 1.161982 -0.095700 -0.447445

Antenna 9: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 1.506014 -0.925060 -0.512911 -1.015170 -0.937211 0.575743 1.506014 -0.279582 -0.450467

Antenna 9: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 1.179356 -0.975697 -0.560482 -0.824230 -0.948316 0.629318 1.179356 -0.240085 -0.764986

Antenna 9: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Shape 2.981975 2.837709 2.981975 0.142579 -0.453535 0.280605 1.678436 -0.173887 0.832725

Antenna 9: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 1.437485 -0.703008 -0.951166 -1.031066 -1.049015 1.437485 0.819337 -0.532406 -0.237601

Antenna 9: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 1.811516 -0.920129 -1.092278 -0.951763 -1.101843 1.359409 1.811516 -0.416562 -0.700882

Antenna 9: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Variability 2.724521 -0.857456 -0.733114 -0.941429 -0.927985 2.724521 2.396380 0.018163 -0.556749

Antenna 9: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 1.082495 -0.822028 -0.423666 -0.792395 -0.886928 0.589934 1.082495 -0.072776 -0.469597

Antenna 9: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 1.330362 -1.051965 -0.858128 -0.967150 -1.061324 0.963970 1.330362 -0.419179 -0.624220

Antenna 9: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Shape 3.347763 2.659860 3.347763 0.202050 0.129029 1.147496 1.356665 0.292123 -0.103814

Antenna 9: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 0.558017 -0.744938 -0.874737 -0.812499 -0.764224 0.558017 0.003401 -0.686435 -0.694167

Antenna 9: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 0.241797 -0.975583 -0.813277 -0.917769 -0.907105 -0.037858 0.241797 -0.150997 -0.537792

Antenna 9: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Temporal Variability 0.772984 -0.507393 -0.707190 -0.768866 -0.656937 0.669000 0.772984 -0.285085 -0.232056

Antenna 9: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 2.447316 -0.305805 -0.880721 -0.882452 -0.748581 2.447316 1.026639 -0.553018 -0.031312

Antenna 9: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 0.886437 -0.754576 -0.876085 -0.730943 -0.855920 0.886437 0.051680 -0.521004 0.019098

Antenna 9: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Shape 2.437035 2.370139 2.437035 -0.638852 -0.002195 0.555881 1.215385 -0.395167 -0.450055

Antenna 9: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 1.149624 -0.969932 -0.667109 -0.844201 -0.713209 -0.167050 1.149624 -0.025829 -0.600937

Antenna 9: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Shape 3.118953 3.118953 2.806181 -0.315422 -0.358913 0.975118 0.760458 -0.173653 -0.219695

Antenna 9: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok nn Shape -0.043701 -0.043701 -0.110021 -0.703940 -0.673081 -0.894387 -0.108949 -0.561379 -0.476336

Antenna 9: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 digital_ok ee Temporal Variability 1.042184 0.027855 0.005395 -0.493573 -0.557541 0.209463 1.042184 -0.488664 -0.559099

Antenna 9: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 dish_ok nn Shape 2.830234 2.442555 2.830234 -0.579546 0.194140 0.660468 1.473429 0.079194 0.213307

Antenna 9: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 dish_ok nn Shape 0.750589 0.750589 0.320792 -1.444819 -0.559265 -1.169157 -0.957707 -0.817226 -0.381406

Antenna 9: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 dish_ok ee Temporal Variability 1.026765 0.039445 -0.021175 -0.416953 -0.529789 0.025862 1.026765 -0.566894 -0.549211

Antenna 9: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 dish_ok ee Temporal Variability 1.389472 -0.687329 0.028317 -0.960788 -0.933937 0.388296 1.389472 -0.117248 -0.397758

Antenna 9: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 dish_ok ee Temporal Variability 0.370369 -0.550494 0.265778 -1.277421 -0.753360 -0.723703 0.370369 0.168097 -1.423583

Antenna 9: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 dish_ok ee Shape 2.161285 2.161285 2.092103 -0.893143 -0.358480 -0.015933 -0.567703 0.870532 -0.523368

Antenna 9: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 dish_ok nn Shape 2.392205 2.392205 2.319825 -0.006657 -0.454307 0.200540 0.039906 -0.280735 0.159470

Antenna 9: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 dish_ok ee Temporal Discontinuties 11906.083028 3237.563305 3237.563305 3040.134341 3040.134341 2365.032501 2365.032501 11906.083028 11906.083028

Antenna 9: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 dish_ok nn Temporal Discontinuties 2882.540480 772.543135 772.543135 700.612528 700.612528 725.380782 725.380782 2882.540480 2882.540480

Antenna 9: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 N02 dish_ok ee Temporal Discontinuties 1845.137770 642.769449 642.769449 659.603509 659.603509 577.654539 577.654539 1845.137770 1845.137770

Antenna 9: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 N02 dish_ok nn Shape 2.594742 2.594742 2.387144 -0.365076 -0.720455 0.466049 -0.070502 -0.488555 -0.310502

Antenna 9: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 2 dish_ok nn Shape 2.521557 1.965254 2.521557 -0.513168 0.028697 1.182327 2.002585 -0.060571 0.385794

Antenna 9: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 2 dish_ok nn Shape 8.233360 7.458534 8.233360 -0.393261 -0.160330 0.160550 0.139050 0.639599 0.124592

Antenna 9: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 2 dish_ok ee Power 8.603336 3.509458 2.380420 8.603336 0.699905 3.822023 1.242217 2.836003 -0.391443

Antenna 9: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 2 dish_ok ee Power 9.358852 4.483925 3.203059 9.358852 1.402750 5.663271 1.240190 3.215280 -0.564865

Antenna 9: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 2 dish_ok ee Power 7.825884 4.450921 2.710572 7.825884 0.006272 4.828252 0.712658 2.853773 -0.424839

Antenna 9: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 2 dish_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 9: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 2 dish_ok ee Power 7.998220 2.880391 4.159830 1.322747 7.998220 -0.256454 5.197466 0.051577 5.292202

Antenna 9: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 2 dish_ok ee Power 6.577626 2.725642 4.208489 0.513573 6.577626 1.279053 4.059251 -0.704116 1.340831

Antenna 9: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 2 dish_ok ee Power 6.443515 3.074743 4.818333 0.361249 6.443515 1.373069 5.543791 -0.127402 1.574061

Antenna 9: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 2 dish_ok ee Power 7.847402 4.621857 3.081792 7.847402 0.964995 3.748503 0.895958 -0.397783 -1.128767

Antenna 9: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 2 dish_ok ee Power 10.089037 2.876357 4.985793 0.357160 10.089037 3.412215 7.847416 -0.772483 0.699161

Antenna 9: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 2 dish_ok ee Temporal Variability 9.236631 4.532250 2.761503 7.934483 0.539215 9.236631 3.216038 0.746035 -0.623328

Antenna 9: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 2 dish_ok ee Power 7.826861 3.081055 4.992191 0.888497 7.826861 2.085429 6.640136 -0.758584 0.619492

Antenna 9: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 2 dish_ok ee Temporal Variability 9.856156 6.035199 3.263679 8.291059 1.088714 9.856156 2.699971 0.847922 -0.739642

Antenna 9: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 2 dish_ok ee Power 7.937373 2.694916 4.238825 0.720007 7.937373 1.525901 4.545171 -0.357027 1.542604

Antenna 9: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 2 dish_ok ee Power 7.473044 2.817740 4.771430 1.041971 7.473044 2.316415 5.408222 -0.832979 1.812164

Antenna 9: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 2 dish_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 9: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 2 dish_ok nn Power 47.077368 1.019823 0.039965 47.077368 41.515247 0.213043 0.151541 -0.360416 0.735471

Antenna 9: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 2 dish_ok ee Temporal Variability 12.119043 4.787489 2.718317 8.357962 0.730164 12.119043 1.860362 6.775781 2.249759

Antenna 9: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 2 dish_ok ee Power 8.053181 5.083312 3.372841 8.053181 1.090842 2.907811 1.420830 2.693361 -0.744951

Antenna 9: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 2 dish_ok nn Temporal Variability 2.989409 -0.900226 0.307021 -0.001728 0.925603 0.679294 2.989409 0.435871 0.820182

Antenna 9: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
9 2 dish_ok ee Temporal Variability 20.929132 3.798377 5.885360 2.128760 13.740076 3.144691 20.929132 -0.825953 2.103797

Antenna 9: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
9 2 dish_ok ee Power 3.202962 2.114467 0.278793 3.202962 -0.665486 0.144156 0.487761 0.752602 0.506508